SOTAVerified

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Papers

Showing 4150 of 91 papers

TitleStatusHype
Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative ModelsCode0
Exploiting Language Models as a Source of Knowledge for Cognitive Agents0
I-WAS: a Data Augmentation Method with GPT-2 for Simile Detection0
Stay on topic with Classifier-Free Guidance0
ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context LearningCode0
PaLM 2 Technical ReportCode0
BloombergGPT: A Large Language Model for FinanceCode0
Numeracy from Literacy: Data Science as an Emergent Skill from Large Language Models0
POIBERT: A Transformer-based Model for the Tour Recommendation Problem0
Implicit causality in GPT-2: a case study0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CompassMTL 567M with TailorAccuracy96.1Unverified
2CompassMTL 567MAccuracy95.6Unverified
3DeBERTa-Large 304M (classification-based)Accuracy95.6Unverified
4GPT-4 (10-shot)Accuracy95.3Unverified
5LLaMA3+MoSLoRAAccuracy95Unverified
6LLaMA-2 13B + MixLoRAAccuracy94.7Unverified
7DeBERTa-Large 304MAccuracy94.7Unverified
8Unicorn 11B (fine-tuned)Accuracy93.9Unverified
9LLaMA-3 8B + MixLoRAAccuracy93.3Unverified
10LLaMA-2 7B + MixLoRAAccuracy93.1Unverified